Basic Statistics

Name Value
Rows 998
Columns 30
Discrete columns 18
Continuous columns 12
All missing columns 0
Missing observations 174
Total observations 29,940
Memory allocation 430.2 Kb

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 10 columns ignored with more than 50 categories.
## SO No: 463 categories
## SO Date: 122 categories
## Ship By: 138 categories
## Customer ID: 285 categories
## Customer Name: 285 categories
## Item ID: 196 categories
## Line Description: 726 categories
## Order Match: 617 categories
## Ship Date: 188 categories
## Actual Ship Week: 55 categories

Correlation Analysis

## 12 features with more than 20 categories ignored!
## SO No: 453 categories
## SO Date: 119 categories
## Ship By: 136 categories
## Customer ID: 283 categories
## Customer Name: 283 categories
## Item ID: 191 categories
## Line Description: 679 categories
## Order Match: 601 categories
## Ship Date: 187 categories
## Actual Ship Week: 55 categories
## Ship Week: 50 categories
## First three: 22 categories

Principle Component Analysis

## 10 features with more than 50 categories ignored!
## SO No: 453 categories
## SO Date: 119 categories
## Ship By: 136 categories
## Customer ID: 283 categories
## Customer Name: 283 categories
## Item ID: 191 categories
## Line Description: 679 categories
## Order Match: 601 categories
## Ship Date: 187 categories
## Actual Ship Week: 55 categories